{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 表格图像数据生成"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import cv2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_neighbor_units_direction(r_i, c_i, units_comb_directions):\n",
    "    # Get the direction indexes of the 4 neighbor units (left, right, up and down) \n",
    "    # input: r_i, the row index of the given unit\n",
    "    # input: c_i, the column index of the given unit\n",
    "    # input: units_comb_directions, the direction status matrix of the units\n",
    "    # return: l_direction, u_direction, r_direction, d_direction,\n",
    "    #       the direction indexes of the neighbor units\n",
    "    \n",
    "    # left\n",
    "    mask1 = units_comb_directions['r_i'] == r_i\n",
    "    mask2 = units_comb_directions['c_i'] == c_i - 1\n",
    "    mask = mask1 & mask2\n",
    "    if np.sum(mask) == 1:\n",
    "        l_direction = units_comb_directions.loc[mask, 'direction'].values[0]\n",
    "    else:\n",
    "        l_direction = None\n",
    "        \n",
    "    # right\n",
    "    mask1 = units_comb_directions['r_i'] == r_i\n",
    "    mask2 = units_comb_directions['c_i'] == c_i + 1\n",
    "    mask = mask1 & mask2\n",
    "    if np.sum(mask) == 1:\n",
    "        r_direction = units_comb_directions.loc[mask, 'direction'].values[0]\n",
    "    else:\n",
    "        r_direction = None\n",
    "        \n",
    "    \n",
    "    # up\n",
    "    mask1 = units_comb_directions['r_i'] == r_i - 1\n",
    "    mask2 = units_comb_directions['c_i'] == c_i\n",
    "    mask = mask1 & mask2\n",
    "    if np.sum(mask) == 1:\n",
    "        u_direction = units_comb_directions.loc[mask, 'direction'].values[0]\n",
    "    else:\n",
    "        u_direction = None\n",
    "        \n",
    "    # down\n",
    "    mask1 = units_comb_directions['r_i'] == r_i + 1\n",
    "    mask2 = units_comb_directions['c_i'] == c_i\n",
    "    mask = mask1 & mask2\n",
    "    if np.sum(mask) == 1:\n",
    "        d_direction = units_comb_directions.loc[mask, 'direction'].values[0]\n",
    "    else:\n",
    "        d_direction = None\n",
    "        \n",
    "    return l_direction, u_direction, r_direction, d_direction"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def check_comb_direction_OK(r_i, c_i, d, units_comb_directions):\n",
    "    # Check if the selected combining direction of the unit (denoted by r_i and c_i) is applicable.\n",
    "    # input: r_i, the row index of the given unit\n",
    "    # input: c_i, the column index of the given unit\n",
    "    # input: d, the target direction of (r_i, c_i) indexed unit\n",
    "    # input: units_comb_directions, the direction status matrix of the units\n",
    "    # return: 0, can not be combined, 1, OK to be combined\n",
    "    \n",
    "    is_exist = check_comb_target_exist(r_i, c_i, d)\n",
    "\n",
    "    if is_exist == False:\n",
    "        return 0\n",
    "    \n",
    "    # the combining direction for the given unit\n",
    "    # should not be vertical to the up unit nor the left unit\n",
    "    \n",
    "    l_d, u_d, r_d, d_d = get_neighbor_units_direction(r_i, c_i, units_comb_directions)\n",
    "    \n",
    "    if l_d is not None and l_d != 0 and np.dot(comb_v[d], comb_v[l_d]) == 0:\n",
    "        return 0\n",
    "    \n",
    "    if u_d is not None and u_d != 0 and  np.dot(comb_v[d], comb_v[u_d]) == 0:\n",
    "        return 0\n",
    "    \n",
    "    if r_d is not None and r_d != 0 and  np.dot(comb_v[d], comb_v[r_d]) == 0:\n",
    "        return 0\n",
    "    \n",
    "    if d_d is not None and d_d != 0 and  np.dot(comb_v[d], comb_v[d_d]) == 0:\n",
    "        return 0\n",
    "    \n",
    "    return 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "def check_comb_target_exist(r_i, c_i, d):\n",
    "    # Check if the selected combining direction is beyond the arange of the pre-defined table rows and columns or not.\n",
    "    # input: r_i, the row index of the given unit\n",
    "    # input: c_i, the column index of the given unit\n",
    "    # input: d, the target direction of (r_i, c_i) indexed unit\n",
    "    # return: False can not be existed, True the combined target is existed\n",
    "    \n",
    "    t_c_i, t_r_i, t_d = get_combined_unit(r_i, c_i, d)\n",
    "    \n",
    "    if t_c_i not in np.arange(col_units):\n",
    "        return False\n",
    "    if t_r_i not in np.arange(row_units):\n",
    "        return False\n",
    "    \n",
    "    return True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_combined_unit(r_i, c_i, d):\n",
    "    # Get the (r_i, c_i) index of the target unit, and the corresponding direction index\n",
    "    #    if the combined is conducted.\n",
    "    # input: r_i, the row index of the given unit\n",
    "    # input: c_i, the column index of the given unit\n",
    "    # input: d, the target direction of (r_i, c_i) indexed unit\n",
    "    # return: target_unit[0] is the c_i of the target\n",
    "    #         target_unit[1] is the r_i of the target\n",
    "    #         t_d is the assigned direction of the target, actually is the reverse direction of the given d\n",
    "    \n",
    "    target_unit = np.array([c_i, r_i]) + np.array(comb_v[d])\n",
    "    \n",
    "    # t_d is the direction of the target unit of the combing\n",
    "    # the direction should be the reverse direction of the give d\n",
    "    if d == 1:\n",
    "        t_d = 3\n",
    "    elif d == 2:\n",
    "        t_d = 4\n",
    "    elif d == 3:\n",
    "        t_d = 1\n",
    "    elif d == 4:\n",
    "        t_d = 2\n",
    "    \n",
    "    # [x , y]\n",
    "    # x is col index\n",
    "    # y is row index\n",
    "    return target_unit[0], target_unit[1], t_d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "def generate_table(combined_records, units_pos, units_comb_directions):\n",
    "    # Generate a tabel by randomly combing neighbor units.\n",
    "    # input: units_pos, dataframe to record the r_i, c_i, l_x, l_y, r_x, r_y for each unit\n",
    "    # input: units_comb_directions, dataframe to record the r_i, c_i, direction for each unit\n",
    "    \n",
    "#     combined_records = []\n",
    "    for r_i in np.arange(row_units):\n",
    "        unit_h = unit_h_list[r_i]\n",
    "        \n",
    "        for c_i in np.arange(col_units):\n",
    "            unit_w = unit_w_list[c_i]\n",
    "            \n",
    "            ## for the constaint width and height of the unit\n",
    "#             x_center = int((1 + c_i * 2) * (unit_w / 2) + padding / 2)\n",
    "#             y_center = int((1 + r_i * 2) * (unit_h / 2) + padding / 2)\n",
    "#             l_x = x_center - int(unit_w / 2)\n",
    "#             l_y = y_center - int(unit_h / 2)\n",
    "#             r_x = x_center + int(unit_w / 2)\n",
    "#             r_y = y_center + int(unit_h / 2)\n",
    "\n",
    "            ## for the randomly set widht and height of the unit\n",
    "            l_x = int(np.sum(unit_w_list[0:c_i]) + padding_l)\n",
    "            l_y = int(np.sum(unit_h_list[0:r_i]) + padding_u)\n",
    "            r_x = int(np.sum(unit_w_list[0:c_i]) + unit_w_list[c_i] + padding_l)\n",
    "            r_y = int(np.sum(unit_h_list[0:r_i]) + unit_h_list[r_i] + padding_u)\n",
    "#             print(l_x, l_y, r_x, r_y)\n",
    "            \n",
    "            \n",
    "#             l_x = x_center - int(unit_w / 2)\n",
    "#             l_y = y_center - int(unit_h / 2)\n",
    "#             r_x = x_center + int(unit_w / 2)\n",
    "#             r_y = y_center + int(unit_h / 2)\n",
    "\n",
    "            units_pos.iloc[c_i + r_i * col_units, :] = [r_i, c_i, l_x, l_y, r_x, r_y]\n",
    "            \n",
    "            # !!! Attention wrong\n",
    "            # units_comb_directions.iloc[c_i + r_i * col_units, :] = [r_i, c_i, 0]\n",
    "\n",
    "            # select the comining direction\n",
    "            # 0 none, 1 right, 2 up, 3 left, 4 down\n",
    "            # randomly decide to combine or not\n",
    "            is_comb = np.random.randint(0,2)\n",
    "            if is_comb:\n",
    "                # randomly select the combining direction\n",
    "                direction = np.random.randint(1,5)\n",
    "\n",
    "                # check if the combining direction is OK or NOT\n",
    "                comb_OK = check_comb_direction_OK(r_i, c_i, direction, units_comb_directions)\n",
    "#                 print(r_i, c_i, direction, comb_OK)\n",
    "                if comb_OK == 1:\n",
    "                    # record the combined diection for the current unit\n",
    "                    units_comb_directions.iloc[c_i + r_i * col_units, :] = [r_i, c_i, direction]\n",
    "                    target_c_i, target_r_i, target_d = get_combined_unit(r_i, c_i, direction)\n",
    "                                        \n",
    "#                     print(\"=============\")\n",
    "#                     ld, ud, rd, dd = get_neighbor_units_direction(r_i, c_i)\n",
    "#                     print(ld, ud, rd, dd)\n",
    "#                     print(r_i, c_i, direction, '==>', target_r_i, target_c_i, target_d)\n",
    "\n",
    "                    # record the combined diection for the combined unit, actually is the reverse direction of the current one\n",
    "                    units_comb_directions.iloc[target_c_i + target_r_i * col_units, :] = [target_r_i, target_c_i, target_d]\n",
    "                    \n",
    "#                     print(units_comb_directions)\n",
    "\n",
    "                    # record the combined units index\n",
    "                    u_a = \"{0}-{1}\".format(r_i, c_i)\n",
    "                    u_b = \"{0}-{1}\".format(target_r_i, target_c_i)\n",
    "                    update_combined_records(combined_records, u_a, u_b)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "def update_combined_records(combined_records, u_a, u_b):\n",
    "    # update if u_a, u_b combining reocrd is existed in combined_records\n",
    "\n",
    "    for i in np.arange(len(combined_records)):\n",
    "        one = combined_records[i]\n",
    "        if u_a in one and u_b in one:\n",
    "            return combined_records\n",
    "        elif u_a in one:\n",
    "            combined_records[i].append(u_b)\n",
    "            return combined_records\n",
    "        elif u_b in one:\n",
    "            combined_records[i].append(u_a)\n",
    "            return combined_records\n",
    "    \n",
    "    combined_records.append([u_a, u_b])\n",
    "    return combined_records"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "def check_if_combined(r_i, c_i, combined_records):\n",
    "    # Check if the given r_i, c_i unit is combined or not\n",
    "    u_a = \"{0}-{1}\".format(r_i, c_i)\n",
    "    for one in combined_records:\n",
    "        if u_a in one:\n",
    "            return True\n",
    "    \n",
    "    return False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_unit_position(r_i, c_i, units_pos):\n",
    "    mask1 = units_pos['r_i'] == r_i\n",
    "    mask2 = units_pos['c_i'] == c_i\n",
    "    mask = mask1 & mask2\n",
    "    if np.sum(mask) == 1:\n",
    "        one_row = units_pos.loc[mask,:]\n",
    "        l_x, l_y, r_x, r_y = one_row['l_x'].values[0], one_row['l_y'].values[0], one_row['r_x'].values[0], one_row['r_y'].values[0]\n",
    "        return l_x, l_y, r_x, r_y\n",
    "    \n",
    "    return None, None, None, None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_combined_position(one_record, units_pos):\n",
    "    x_s = []\n",
    "    y_s = []\n",
    "    for one in one_record:\n",
    "        r_i = int(one.split('-')[0])\n",
    "        c_i = int(one.split('-')[1])\n",
    "        l_x, l_y, r_x, r_y = get_unit_position(r_i, c_i,units_pos)\n",
    "\n",
    "        x_s.append(l_x)\n",
    "        y_s.append(l_y)\n",
    "        x_s.append(r_x)\n",
    "        y_s.append(r_y)\n",
    "        \n",
    "    return np.min(x_s), np.max(y_s), np.max(x_s), np.min(y_s)\n",
    "        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "def check_txt_area_size_OK(txt_string, s_x, s_y, lx, ly, rx, ry, textSize=15):\n",
    "    fontStyle = ImageFont.truetype(\n",
    "        \"Font/simsun.ttc\", textSize, encoding=\"utf-8\")\n",
    "    \n",
    "    lines = txt_string.split('\\n')\n",
    "    widths = []\n",
    "    height = 0\n",
    "    for one in lines:\n",
    "        (width_i, height_i), (offset_x, offset_y) = fontStyle.font.getsize(one.strip())\n",
    "        widths.append(width_i)\n",
    "        height = height + height_i\n",
    "    width = np.max(widths)\n",
    "    \n",
    "    if (s_x - np.min([lx, rx]) + width) > (np.abs(lx - rx) + 2):\n",
    "        return False\n",
    "    elif (s_y - np.min([ly, ry]) + height) > (np.abs(ly - ry) + 2):\n",
    "        return False\n",
    "    \n",
    "    return True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "def assign_text(image, txts, lx, ly, rx, ry):\n",
    "    # get the text area location: s_x: left, s_y: top\n",
    "#     s_x = np.random.choice(np.arange(np.min([lx, rx]), np.max([lx, rx])), 1)\n",
    "#     s_y = np.random.choice(np.arange(np.min([ly, ry]), np.max([ly, ry])), 1)\n",
    "    s_x = np.min([lx, rx]) + np.random.choice([2, int(np.abs(lx - rx) / 3)])\n",
    "    s_y = np.min([ly, ry]) + np.random.choice([2, int(np.abs(ly - ry)/ 3)])\n",
    "    \n",
    "    max_lines = int((np.abs(ly - ry) - (s_y - np.min([ly, ry]))) / 13)\n",
    "    try_i = 0\n",
    "    while(1):\n",
    "        txt_lines = np.random.choice([1, np.ceil(max_lines * 2 / 3)])\n",
    "        txt_strs = []\n",
    "        for i in np.arange(txt_lines):\n",
    "            txt_i = np.random.randint(0, len(txts))\n",
    "            txt_strs.append(txts[txt_i])\n",
    "        txt_string = \"\\n\".join(txt_strs)\n",
    "        \n",
    "        flag = check_txt_area_size_OK(txt_string, s_x, s_y, lx, ly, rx, ry)\n",
    "        try_i = try_i + 1\n",
    "        if flag == True or try_i > 10:\n",
    "            break\n",
    "    \n",
    "#     print(txt_strs, txt_lines)\n",
    "    \n",
    "    # assign txt_string, and get the text area size: w, h\n",
    "    image, (w, h) = cv2ImgAddText(image, txt_string, s_x, s_y, (0,0,0))\n",
    "    \n",
    "    return image, txt_string, s_x, s_y, w, h"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "def generate_save_talbes(table_i, img_path, label_path):\n",
    "    \n",
    "#     unit_h_max = np.max(unit_h_list)\n",
    "#     unit_w_max = np.max(unit_w_list)\n",
    "\n",
    "# table_i = i\n",
    "\n",
    "    line_w = line_w_list[table_i]\n",
    "\n",
    "    img_h = np.sum(unit_h_list) + padding_u + padding_d\n",
    "    img_w = np.sum(unit_w_list) + padding_l + padding_r\n",
    "\n",
    "    img_data = np.zeros((img_h, img_w), np.uint8)\n",
    "    img_data.fill(255)\n",
    "    image = cv2.cvtColor(img_data, cv2.COLOR_GRAY2BGR)\n",
    "\n",
    "    # r_i, index of row\n",
    "    # c_i index of column\n",
    "    # l_x, l_y, left down point x, y\n",
    "    # r_x, r_y, right up point x, y\n",
    "    units_pos = pd.DataFrame(np.zeros((row_units * col_units, 6)), \n",
    "                             columns=['r_i', 'c_i', 'l_x', 'l_y', 'r_x', 'r_y'], dtype=int)\n",
    "\n",
    "    com_dir_data = np.zeros((row_units * col_units, 3))\n",
    "    com_dir_data.fill(-1)\n",
    "    units_comb_directions = pd.DataFrame(com_dir_data,\n",
    "                                         columns=['r_i', 'c_i', 'direction'], dtype=int)\n",
    "\n",
    "    combined_records = []\n",
    "\n",
    "    # opencv table first row is at the bottom\n",
    "    # opencv table first col is at the left\n",
    "    generate_table(combined_records, units_pos, units_comb_directions)\n",
    "    unit_pos_final = []\n",
    "    \n",
    "    for r_i in np.arange(row_units):\n",
    "        for c_i in np.arange(col_units):\n",
    "            if not check_if_combined(r_i, c_i, combined_records):\n",
    "                l_x, l_y, r_x, r_y = get_unit_position(r_i, c_i, units_pos)\n",
    "                cv2.rectangle(image, (l_x,l_y), (r_x, r_y), (0, 0, 0), line_w)\n",
    "                \n",
    "#                 txt_i = np.random.randint(0, len(words))\n",
    "#                 cv2.putText(image, words[txt_i], (l_x,l_y), \n",
    "#                             fontFace=cv2.FONT_HERSHEY_SIMPLEX, fontScale=1, color=(0, 0, 0))\n",
    "\n",
    "#                 image = cv2ImgAddText(image, words[txt_i], l_x + txt_padding, l_y + txt_padding, (0,0,0))\n",
    "                \n",
    "                if np.random.rand() < 0.5:\n",
    "                    words = words_ZH\n",
    "                else:\n",
    "                    words = words_EN\n",
    "    \n",
    "                image, txt_string, s_x, s_y, w, h = assign_text(image, words, l_x, l_y, r_x, r_y)\n",
    "#                 cv2.rectangle(image, (s_x,s_y), (s_x + w, s_y + h), (0, 255, 0), 1)\n",
    "                # top left -> bottom right\n",
    "#                 unit_pos_final.append([l_x, l_y, r_x, r_y, words[txt_i]])\n",
    "                unit_txt = txt_string.replace('\\n', '--')\n",
    "                unit_pos_final.append([l_x, l_y, r_x, r_y, line_w, s_x, s_y, w, h, unit_txt])\n",
    "\n",
    "    for one_record in combined_records:\n",
    "        l_x, l_y, r_x, r_y = get_combined_position(one_record, units_pos)\n",
    "        cv2.rectangle(image, (l_x,l_y), (r_x, r_y), (0, 0, 0), line_w)\n",
    "        \n",
    "#         txt_i = np.random.randint(0, len(words))\n",
    "#         cv2.putText(image, words[txt_i], (l_x,l_y), \n",
    "#                     fontFace=cv2.FONT_HERSHEY_SIMPLEX, fontScale=1, color=(0, 0, 0))\n",
    "\n",
    "#         image = cv2ImgAddText(image, words[txt_i], l_x + txt_padding, r_y + txt_padding, (0, 0, 0))\n",
    "        if np.random.rand() < 0.5:\n",
    "            words = words_ZH\n",
    "        else:\n",
    "            words = words_EN\n",
    "\n",
    "        image, txt_string, s_x, s_y, w, h = assign_text(image, words, l_x, l_y, r_x, r_y)\n",
    "#         cv2.rectangle(image, (s_x,s_y), (s_x + w, s_y + h), (0, 0, 255), 1)\n",
    "        # top left -> bottom right\n",
    "#         unit_pos_final.append([l_x, r_y, r_x, l_y, words[txt_i]])\n",
    "        unit_txt = txt_string.replace('\\n', '--')\n",
    "        unit_pos_final.append([l_x, l_y, r_x, r_y, line_w, s_x, s_y, w, h, unit_txt])\n",
    "        \n",
    "    title_words = len(unit_w_list) #np.random.randint(int(len(unit_w_list)/2), )\n",
    "    title_words_ids = np.random.randint(0, len(words), title_words)\n",
    "    title_strs = [words[i] for i in title_words_ids]\n",
    "    title_string = \"\".join(title_strs)\n",
    "    image, (w, h) = cv2ImgAddText(image, title_string, padding_l*4, int(padding_u / 2), (0,0,0))\n",
    "    \n",
    "    # label the title text area\n",
    "    unit_pos_final.append([-1, -1, -1, -1, 0, padding_l*4, int(padding_u / 2), w, h, title_string])\n",
    "        \n",
    "    unit_pos_final_df = pd.DataFrame(unit_pos_final)\n",
    "    unit_pos_final_df.to_csv(label_path + \".label\")\n",
    "    \n",
    "    \n",
    "    \n",
    "    \n",
    "    cv2.imwrite(img_path, image)\n",
    "    \n",
    "#     cv2.imshow('Table',image)\n",
    "#     cv2.waitKey(0)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "from PIL import Image, ImageDraw, ImageFont\n",
    "\n",
    "def cv2ImgAddText(img, text, left, top, textColor=(0, 0, 0), textSize=15):\n",
    "    \n",
    "    if (isinstance(img, np.ndarray)):  # 判断是否OpenCV图片类型\n",
    "        img = Image.fromarray(cv2.cvtColor(img, cv2.COLOR_BGR2RGB))\n",
    "        \n",
    "    # 创建一个可以在给定图像上绘图的对象\n",
    "    draw = ImageDraw.Draw(img)\n",
    "    \n",
    "    # 字体的格式\n",
    "    fontStyle = ImageFont.truetype(\n",
    "        \"Font/simsun.ttc\", textSize, encoding=\"utf-8\")\n",
    "    \n",
    "    # 绘制文本\n",
    "    draw.text((left, top), text, textColor, font=fontStyle)\n",
    "    \n",
    "    lines = text.split('\\n')\n",
    "    widths = []\n",
    "    height = 0\n",
    "    for one in lines:\n",
    "        (width_i, height_i), (offset_x, offset_y) = fontStyle.font.getsize(one.strip())\n",
    "        widths.append(width_i)\n",
    "    height = 15 * len(widths)\n",
    "    \n",
    "    # 转换回OpenCV格式\n",
    "    # width, height 打印文本的区域宽、高\n",
    "    return cv2.cvtColor(np.asarray(img), cv2.COLOR_RGB2BGR), (np.max(widths), height)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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    },
    {
     "name": "stdout",
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     ]
    },
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     ]
    },
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     ]
    },
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     ]
    },
    {
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     ]
    },
    {
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     "output_type": "stream",
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    },
    {
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     ]
    },
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     ]
    },
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     ]
    },
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     "output_type": "stream",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
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      "Saving table 7046 to image\n",
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     ]
    },
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     "output_type": "stream",
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      "Saving table 7653 to image\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
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      "Saving table 7654 to image\n",
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     ]
    },
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     ]
    },
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     "output_type": "stream",
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    },
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     ]
    },
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    },
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      "Saving table 9786 to image\n",
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     ]
    },
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     ]
    },
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     "output_type": "stream",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
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      "Saving table 11556 to image\n",
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     ]
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     ]
    },
    {
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     "output_type": "stream",
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      "Saving table 12142 to image\n",
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     ]
    },
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     ]
    },
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     "output_type": "stream",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
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      "Saving table 13316 to image\n",
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     ]
    },
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
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      "Saving table 13902 to image\n",
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     ]
    },
    {
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     "output_type": "stream",
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      "Saving table 14445 to image\n",
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      "Saving table 14449 to image\n",
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      "Saving table 14488 to image\n",
      "Saving table 14489 to image\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saving table 14490 to image\n",
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      "Saving table 14782 to image\n"
     ]
    },
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     "output_type": "stream",
     "text": [
      "Saving table 14783 to image\n",
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     ]
    },
    {
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     "output_type": "stream",
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     ]
    },
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     "output_type": "stream",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
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      "Saving table 16250 to image\n",
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     ]
    },
    {
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     "output_type": "stream",
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      "Saving table 17423 to image\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saving table 17424 to image\n",
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      "Saving table 17717 to image\n"
     ]
    },
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      "Saving table 17718 to image\n",
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     ]
    },
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     "output_type": "stream",
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     ]
    },
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     "output_type": "stream",
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     ]
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saving table 19772 to image\n",
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     ]
    }
   ],
   "source": [
    "# row_units = 5\n",
    "# col_units = 10\n",
    "with open(\"./Text_ZH/CollectedWords.txt\", 'r', encoding='utf-8') as txt_f:\n",
    "    words = txt_f.readlines()\n",
    "words_ZH = [one.strip() for one in words]\n",
    "    \n",
    "with open(\"./Text_EN/CollectedWords_EN.txt\", 'r', encoding='utf-8') as txt_f:\n",
    "    words = txt_f.readlines()\n",
    "words_EN = [one.strip() for one in words]\n",
    "\n",
    "table_nums = 20000\n",
    "line_w_list = np.random.randint(1, 5, table_nums)\n",
    "padding_u = 50\n",
    "padding_l = 20\n",
    "padding_d = 20\n",
    "padding_r = 20\n",
    "\n",
    "txt_padding = 5\n",
    "\n",
    "# 0 none, 1 right, 2 up, 3 left, 4 down\n",
    "# combine dirction vectors\n",
    "# x-axis: right\n",
    "# y-axis: up\n",
    "comb_v = {1: [1, 0],\n",
    "          2: [0, -1],\n",
    "          3: [-1, 0],\n",
    "          4: [0, 1]}\n",
    "\n",
    "dataset = \"./dataset04/\"\n",
    "img_folder = dataset + \"imgs/\"\n",
    "label_folder = dataset + \"labels/\"\n",
    "\n",
    "for i in np.arange(table_nums):\n",
    "    filename = \"{0}.png\".format(i).rjust(10, '0')\n",
    "    img_path = img_folder + filename\n",
    "    label_path = label_folder + filename\n",
    "    \n",
    "    row_units = np.random.randint(3, 10)\n",
    "    col_units = np.random.randint(3, 10)\n",
    "    \n",
    "    unit_w_list = np.random.randint(50, 150, col_units)\n",
    "    unit_h_list = np.random.randint(20, 100, row_units)\n",
    "    \n",
    "    generate_save_talbes(i, img_path, label_path)\n",
    "    \n",
    "    print(\"Saving table {0} to image\".format(i))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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